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Data Quality & Culture For AI Readiness

Collaborative team meeting in modern office setting — professionals engaged in strategic planning and document review, emphasizing teamwork, leadership, and data-driven decision-making in life sciences and digital transformation.

High-quality data and a strong data culture are essential foundations for successful AI adoption in life sciences. Without them, organizations risk inefficiency, compliance gaps, and missed opportunities. Our new white paper, Data Quality & Culture for AI in Pharma & Life Sciences, offers practical strategies to assess readiness, remediate gaps, and implement governance practices that support innovation and regulatory alignment.

This paper is hosted on IntuitionLabs’ platform, reflecting our ongoing partnership and shared focus on responsible innovation.

What You’ll Gain

Inside, you’ll discover:

  • A clear framework for evaluating data quality and cultural readiness
  • Common pitfalls and how to address them with structured governance
  • Insights into how data culture impacts AI performance and compliance
  • Actionable takeaways for pharma teams, digital leads, and life sciences innovators

Explore the Full Series

Read the full white paper on IntuitionLabs:

Data Quality & Culture for AI in Pharma & Life Sciences

And follow our 9 part series on Sakara Digital:

Data Quality & Culture Series

Further Reading

  • Data Quality: Why It Matters and How to Achieve It. Gartner
  • Smart Quality: Reimagining the Way Quality Works. McKinsey

#SakaraDigital #DataQuality #AIReadiness #PharmaData #DataCulture

author avatar
Amie Harpe Founder and Principal Consultant
Amie Harpe is a strategic consultant, IT leader, and founder of Sakara Digital, with 20+ years of experience delivering global quality, compliance, and digital transformation initiatives across pharma, biotech, medical device, and consumer health. She specializes in GxP compliance, AI governance and adoption, document management systems (including Veeva QMS), program management, and operational optimization — with a proven track record of leading complex, high-impact initiatives (often with budgets exceeding $40M) and managing cross-functional, multicultural teams. Through Sakara Digital, Amie helps organizations navigate digital transformation with clarity, flexibility, and purpose, delivering senior-level fractional consulting directly to clients and through strategic partnerships with consulting firms and software providers. She currently serves as Strategic Partner to IntuitionLabs on GxP compliance and AI-enabled transformation for pharmaceutical and life sciences clients. Amie is also the founder of Peacefully Proven (peacefullyproven.com), a wellness brand focused on intentional, peaceful living.


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